Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 226 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.3 KiB |
| Average record size in memory | 96.6 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 10 |
country has a high cardinality: 226 distinct values | High cardinality |
total_confirmed is highly overall correlated with total_deaths and 6 other fields | High correlation |
total_deaths is highly overall correlated with total_confirmed and 4 other fields | High correlation |
total_recovered is highly overall correlated with total_confirmed and 5 other fields | High correlation |
active_cases is highly overall correlated with total_confirmed and 2 other fields | High correlation |
serious_or_critical is highly overall correlated with total_confirmed and 4 other fields | High correlation |
total_cases_per_1m_population is highly overall correlated with total_deaths_per_1m_population and 1 other fields | High correlation |
total_deaths_per_1m_population is highly overall correlated with total_confirmed and 2 other fields | High correlation |
total_tests is highly overall correlated with total_confirmed and 5 other fields | High correlation |
total_tests_per_1m_population is highly overall correlated with total_cases_per_1m_population and 1 other fields | High correlation |
population is highly overall correlated with total_confirmed and 4 other fields | High correlation |
country is uniformly distributed | Uniform |
country has unique values | Unique |
total_confirmed has unique values | Unique |
total_cases_per_1m_population has unique values | Unique |
population has unique values | Unique |
total_deaths has 8 (3.5%) zeros | Zeros |
total_recovered has 22 (9.7%) zeros | Zeros |
active_cases has 28 (12.4%) zeros | Zeros |
serious_or_critical has 81 (35.8%) zeros | Zeros |
total_deaths_per_1m_population has 8 (3.5%) zeros | Zeros |
total_tests has 14 (6.2%) zeros | Zeros |
total_tests_per_1m_population has 14 (6.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-14 19:17:40.790649 |
|---|---|
| Analysis finished | 2023-03-14 19:18:09.841524 |
| Duration | 29.05 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
country
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 226 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| Afghanistan | 1 |
|---|---|
| Saint Kitts And Nevis | 1 |
| Nepal | 1 |
| Netherlands | 1 |
| New Caledonia | 1 |
| Other values (221) |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 9.1725664 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2073 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 226 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 1 | 0.4% |
| Saint Kitts And Nevis | 1 | 0.4% |
| Nepal | 1 | 0.4% |
| Netherlands | 1 | 0.4% |
| New Caledonia | 1 | 0.4% |
| New Zealand | 1 | 0.4% |
| Nicaragua | 1 | 0.4% |
| Niger | 1 | 0.4% |
| Nigeria | 1 | 0.4% |
| Niue | 1 | 0.4% |
| Other values (216) | 216 |
Length
| Value | Count | Frequency (%) |
| islands | 10 | 3.2% |
| and | 9 | 2.9% |
| saint | 7 | 2.2% |
| republic | 4 | 1.3% |
| guinea | 4 | 1.3% |
| south | 3 | 1.0% |
| of | 3 | 1.0% |
| new | 3 | 1.0% |
| china | 3 | 1.0% |
| sudan | 2 | 0.6% |
| Other values (259) | 264 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 308 | |
| n | 174 | 8.4% |
| i | 170 | 8.2% |
| e | 144 | 6.9% |
| r | 115 | 5.5% |
| o | 101 | 4.9% |
| 86 | 4.1% | |
| l | 85 | 4.1% |
| s | 77 | 3.7% |
| u | 77 | 3.7% |
| Other values (42) | 736 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1672 | |
| Uppercase Letter | 315 | 15.2% |
| Space Separator | 86 | 4.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 308 | |
| n | 174 | |
| i | 170 | |
| e | 144 | |
| r | 115 | 6.9% |
| o | 101 | 6.0% |
| l | 85 | 5.1% |
| s | 77 | 4.6% |
| u | 77 | 4.6% |
| t | 76 | 4.5% |
| Other values (16) | 345 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 40 | |
| M | 29 | 9.2% |
| C | 27 | 8.6% |
| A | 27 | 8.6% |
| B | 22 | 7.0% |
| I | 20 | 6.3% |
| G | 18 | 5.7% |
| T | 15 | 4.8% |
| N | 15 | 4.8% |
| L | 13 | 4.1% |
| Other values (15) | 89 |
Space Separator
| Value | Count | Frequency (%) |
| 86 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1987 | |
| Common | 86 | 4.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 308 | |
| n | 174 | 8.8% |
| i | 170 | 8.6% |
| e | 144 | 7.2% |
| r | 115 | 5.8% |
| o | 101 | 5.1% |
| l | 85 | 4.3% |
| s | 77 | 3.9% |
| u | 77 | 3.9% |
| t | 76 | 3.8% |
| Other values (41) | 660 |
Common
| Value | Count | Frequency (%) |
| 86 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2073 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 308 | |
| n | 174 | 8.4% |
| i | 170 | 8.2% |
| e | 144 | 6.9% |
| r | 115 | 5.5% |
| o | 101 | 4.9% |
| 86 | 4.1% | |
| l | 85 | 4.1% |
| s | 77 | 3.7% |
| u | 77 | 3.7% |
| Other values (42) | 736 |
continent
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| Africa | |
|---|---|
| Asia | |
| Europe | |
| North America | |
| Australia/Oceania |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 8.0840708 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1827 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia |
|---|---|
| 2nd row | Europe |
| 3rd row | Africa |
| 4th row | Europe |
| 5th row | Africa |
Common Values
| Value | Count | Frequency (%) |
| Africa | 58 | |
| Asia | 49 | |
| Europe | 48 | |
| North America | 39 | |
| Australia/Oceania | 18 | 8.0% |
| South America | 14 | 6.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| africa | 58 | |
| america | 53 | |
| asia | 49 | |
| europe | 48 | |
| north | 39 | |
| australia/oceania | 18 | 6.5% |
| south | 14 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 232 | |
| r | 216 | |
| i | 196 | |
| A | 178 | |
| c | 129 | 7.1% |
| e | 119 | 6.5% |
| o | 101 | 5.5% |
| u | 80 | 4.4% |
| t | 71 | 3.9% |
| s | 67 | 3.7% |
| Other values (12) | 438 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1459 | |
| Uppercase Letter | 297 | 16.3% |
| Space Separator | 53 | 2.9% |
| Other Punctuation | 18 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 232 | |
| r | 216 | |
| i | 196 | |
| c | 129 | |
| e | 119 | |
| o | 101 | |
| u | 80 | 5.5% |
| t | 71 | 4.9% |
| s | 67 | 4.6% |
| f | 58 | 4.0% |
| Other values (5) | 190 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 178 | |
| E | 48 | 16.2% |
| N | 39 | 13.1% |
| O | 18 | 6.1% |
| S | 14 | 4.7% |
Space Separator
| Value | Count | Frequency (%) |
| 53 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1756 | |
| Common | 71 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 232 | |
| r | 216 | |
| i | 196 | |
| A | 178 | |
| c | 129 | 7.3% |
| e | 119 | 6.8% |
| o | 101 | 5.8% |
| u | 80 | 4.6% |
| t | 71 | 4.0% |
| s | 67 | 3.8% |
| Other values (10) | 367 |
Common
| Value | Count | Frequency (%) |
| 53 | ||
| / | 18 | 25.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1827 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 232 | |
| r | 216 | |
| i | 196 | |
| A | 178 | |
| c | 129 | 7.1% |
| e | 119 | 6.5% |
| o | 101 | 5.5% |
| u | 80 | 4.4% |
| t | 71 | 3.9% |
| s | 67 | 3.7% |
| Other values (12) | 438 |
total_confirmed
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 226 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2305651.1 |
| Minimum | 2 |
|---|---|
| Maximum | 84209473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2800.25 |
| Q1 | 24126 |
| median | 179375 |
| Q3 | 1090902 |
| 95-th percentile | 10297802 |
| Maximum | 84209473 |
| Range | 84209471 |
| Interquartile range (IQR) | 1066776 |
Descriptive statistics
| Standard deviation | 7575510.4 |
|---|---|
| Coefficient of variation (CV) | 3.2856274 |
| Kurtosis | 65.735878 |
| Mean | 2305651.1 |
| Median Absolute Deviation (MAD) | 173867.5 |
| Skewness | 7.1639065 |
| Sum | 5.2107715 × 108 |
| Variance | 5.7388357 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 179267 | 1 | 0.4% |
| 5605 | 1 | 0.4% |
| 978998 | 1 | 0.4% |
| 8067116 | 1 | 0.4% |
| 61049 | 1 | 0.4% |
| 1043683 | 1 | 0.4% |
| 18491 | 1 | 0.4% |
| 9013 | 1 | 0.4% |
| 255859 | 1 | 0.4% |
| 9 | 1 | 0.4% |
| Other values (216) | 216 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 17 | 1 | |
| 29 | 1 | |
| 82 | 1 | |
| 454 | 1 | |
| 747 | 1 |
| Value | Count | Frequency (%) |
| 84209473 | 1 | |
| 43121599 | 1 | |
| 30682094 | 1 | |
| 29160802 | 1 | |
| 25780226 | 1 | |
| 22159805 | 1 | |
| 18260293 | 1 | |
| 17782061 | 1 | |
| 17057873 | 1 | |
| 15053168 | 1 |
total_deaths
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 212 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27823.376 |
| Minimum | 0 |
|---|---|
| Maximum | 1026646 |
| Zeros | 8 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 187.5 |
| median | 1946.5 |
| Q3 | 13233.75 |
| 95-th percentile | 139345.5 |
| Maximum | 1026646 |
| Range | 1026646 |
| Interquartile range (IQR) | 13046.25 |
Descriptive statistics
| Standard deviation | 98069.425 |
|---|---|
| Coefficient of variation (CV) | 3.5247133 |
| Kurtosis | 58.487732 |
| Mean | 27823.376 |
| Median Absolute Deviation (MAD) | 1929 |
| Skewness | 6.975284 |
| Sum | 6288083 |
| Variance | 9.617612 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8 | 3.5% |
| 1 | 3 | 1.3% |
| 21 | 2 | 0.9% |
| 28 | 2 | 0.9% |
| 6 | 2 | 0.9% |
| 1337 | 2 | 0.9% |
| 63 | 2 | 0.9% |
| 65612 | 1 | 0.4% |
| 1459 | 1 | 0.4% |
| 923 | 1 | 0.4% |
| Other values (202) | 202 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 3 | 1.3% |
| 2 | 1 | 0.4% |
| 6 | 2 | 0.9% |
| 7 | 1 | 0.4% |
| 9 | 1 | 0.4% |
| 11 | 1 | 0.4% |
| 13 | 1 | 0.4% |
| 14 | 1 | 0.4% |
| 21 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 1026646 | 1 | |
| 664920 | 1 | |
| 524214 | 1 | |
| 377670 | 1 | |
| 324465 | 1 | |
| 213023 | 1 | |
| 176708 | 1 | |
| 165244 | 1 | |
| 156458 | 1 | |
| 147257 | 1 |
total_recovered
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 204 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2037157.7 |
| Minimum | 0 |
|---|---|
| Maximum | 81244260 |
| Zeros | 22 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8559.5 |
| median | 77871 |
| Q3 | 858169.5 |
| 95-th percentile | 8669287 |
| Maximum | 81244260 |
| Range | 81244260 |
| Interquartile range (IQR) | 849610 |
Descriptive statistics
| Standard deviation | 7262590.7 |
|---|---|
| Coefficient of variation (CV) | 3.5650607 |
| Kurtosis | 68.557055 |
| Mean | 2037157.7 |
| Median Absolute Deviation (MAD) | 77871 |
| Skewness | 7.3809793 |
| Sum | 4.6039763 × 108 |
| Variance | 5.2745224 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22 | 9.7% |
| 9 | 2 | 0.9% |
| 1149054 | 1 | 0.4% |
| 592089 | 1 | 0.4% |
| 153662 | 1 | 0.4% |
| 5 | 1 | 0.4% |
| 966904 | 1 | 0.4% |
| 7989151 | 1 | 0.4% |
| 60339 | 1 | 0.4% |
| 989005 | 1 | 0.4% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 1 | 0.4% |
| 2 | 1 | 0.4% |
| 5 | 1 | 0.4% |
| 9 | 2 | 0.9% |
| 14 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 82 | 1 | 0.4% |
| 104 | 1 | 0.4% |
| 390 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 81244260 | 1 | |
| 42579693 | 1 | |
| 29718402 | 1 | |
| 28156674 | 1 | |
| 23956700 | 1 | |
| 21677896 | 1 | |
| 17647179 | 1 | |
| 15894511 | 1 | |
| 14951238 | 1 | |
| 11548089 | 1 |
active_cases
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 192 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61931.416 |
| Minimum | 0 |
|---|---|
| Maximum | 1938567 |
| Zeros | 28 |
| Zeros (%) | 12.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 60.5 |
| median | 1172 |
| Q3 | 14684 |
| 95-th percentile | 340532 |
| Maximum | 1938567 |
| Range | 1938567 |
| Interquartile range (IQR) | 14623.5 |
Descriptive statistics
| Standard deviation | 224185.05 |
|---|---|
| Coefficient of variation (CV) | 3.6198923 |
| Kurtosis | 38.826272 |
| Mean | 61931.416 |
| Median Absolute Deviation (MAD) | 1172 |
| Skewness | 5.8475315 |
| Sum | 13996500 |
| Variance | 5.0258938 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | 12.4% |
| 15 | 2 | 0.9% |
| 12 | 2 | 0.9% |
| 47 | 2 | 0.9% |
| 52 | 2 | 0.9% |
| 6 | 2 | 0.9% |
| 7 | 2 | 0.9% |
| 3 | 2 | 0.9% |
| 9375 | 1 | 0.4% |
| 53755 | 1 | 0.4% |
| Other values (182) | 182 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 3 | 2 | 0.9% |
| 6 | 2 | 0.9% |
| 7 | 2 | 0.9% |
| 9 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 12 | 2 | 0.9% |
| 14 | 1 | 0.4% |
| 15 | 2 | 0.9% |
| 22 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 1938567 | 1 | |
| 1685607 | 1 | |
| 1298525 | 1 | |
| 998118 | 1 | |
| 856871 | 1 | |
| 706841 | 1 | |
| 552117 | 1 | |
| 473589 | 1 | |
| 386179 | 1 | |
| 376294 | 1 |
serious_or_critical
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 83 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 172.89823 |
| Minimum | 0 |
|---|---|
| Maximum | 8318 |
| Zeros | 81 |
| Zeros (%) | 35.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 42.75 |
| 95-th percentile | 921 |
| Maximum | 8318 |
| Range | 8318 |
| Interquartile range (IQR) | 42.75 |
Descriptive statistics
| Standard deviation | 718.31189 |
|---|---|
| Coefficient of variation (CV) | 4.1545358 |
| Kurtosis | 81.737857 |
| Mean | 172.89823 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 8.2295979 |
| Sum | 39075 |
| Variance | 515971.98 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 1 | 14 | 6.2% |
| 4 | 9 | 4.0% |
| 2 | 7 | 3.1% |
| 6 | 5 | 2.2% |
| 8 | 5 | 2.2% |
| 5 | 5 | 2.2% |
| 3 | 4 | 1.8% |
| 23 | 4 | 1.8% |
| 7 | 4 | 1.8% |
| Other values (73) | 88 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 1 | 14 | 6.2% |
| 2 | 7 | 3.1% |
| 3 | 4 | 1.8% |
| 4 | 9 | 4.0% |
| 5 | 5 | 2.2% |
| 6 | 5 | 2.2% |
| 7 | 4 | 1.8% |
| 8 | 5 | 2.2% |
| 9 | 3 | 1.3% |
| Value | Count | Frequency (%) |
| 8318 | 1 | |
| 4798 | 1 | |
| 2771 | 1 | |
| 2300 | 1 | |
| 1941 | 1 | |
| 1496 | 1 | |
| 1329 | 1 | |
| 1279 | 1 | |
| 1273 | 1 | |
| 1124 | 1 |
total_cases_per_1m_population
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 226 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148156.81 |
| Minimum | 16 |
|---|---|
| Maximum | 704302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 922 |
| Q1 | 11748.25 |
| median | 98271.5 |
| Q3 | 255632.75 |
| 95-th percentile | 451285.25 |
| Maximum | 704302 |
| Range | 704286 |
| Interquartile range (IQR) | 243884.5 |
Descriptive statistics
| Standard deviation | 155202.91 |
|---|---|
| Coefficient of variation (CV) | 1.0475584 |
| Kurtosis | 0.12793401 |
| Mean | 148156.81 |
| Median Absolute Deviation (MAD) | 93702.5 |
| Skewness | 1.0137109 |
| Sum | 33483439 |
| Variance | 2.4087943 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4420 | 1 | 0.4% |
| 103989 | 1 | 0.4% |
| 32511 | 1 | 0.4% |
| 468869 | 1 | 0.4% |
| 210072 | 1 | 0.4% |
| 208649 | 1 | 0.4% |
| 2731 | 1 | 0.4% |
| 349 | 1 | 0.4% |
| 1186 | 1 | 0.4% |
| 5464 | 1 | 0.4% |
| Other values (216) | 216 |
| Value | Count | Frequency (%) |
| 16 | 1 | |
| 60 | 1 | |
| 123 | 1 | |
| 154 | 1 | |
| 284 | 1 | |
| 327 | 1 | |
| 349 | 1 | |
| 381 | 1 | |
| 428 | 1 | |
| 562 | 1 |
| Value | Count | Frequency (%) |
| 704302 | 1 | |
| 543983 | 1 | |
| 540134 | 1 | |
| 538400 | 1 | |
| 510561 | 1 | |
| 494716 | 1 | |
| 490254 | 1 | |
| 477095 | 1 | |
| 468869 | 1 | |
| 464210 | 1 |
total_deaths_per_1m_population
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 206 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1116.5752 |
| Minimum | 0 |
|---|---|
| Maximum | 6297 |
| Zeros | 8 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11.25 |
| Q1 | 125 |
| median | 709.5 |
| Q3 | 1842.75 |
| 95-th percentile | 3425.5 |
| Maximum | 6297 |
| Range | 6297 |
| Interquartile range (IQR) | 1717.75 |
Descriptive statistics
| Standard deviation | 1210.2147 |
|---|---|
| Coefficient of variation (CV) | 1.0838631 |
| Kurtosis | 1.9001324 |
| Mean | 1116.5752 |
| Median Absolute Deviation (MAD) | 648 |
| Skewness | 1.3877632 |
| Sum | 252346 |
| Variance | 1464619.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8 | 3.5% |
| 12 | 3 | 1.3% |
| 174 | 2 | 0.9% |
| 48 | 2 | 0.9% |
| 45 | 2 | 0.9% |
| 13 | 2 | 0.9% |
| 67 | 2 | 0.9% |
| 32 | 2 | 0.9% |
| 131 | 2 | 0.9% |
| 69 | 2 | 0.9% |
| Other values (196) | 199 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 2 | 1 | 0.4% |
| 3 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 11 | 1 | 0.4% |
| 12 | 3 | 1.3% |
| 13 | 2 | 0.9% |
| 14 | 1 | 0.4% |
| 15 | 2 | 0.9% |
| 17 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 6297 | 1 | |
| 5407 | 1 | |
| 4866 | 1 | |
| 4820 | 1 | |
| 4459 | 1 | |
| 4328 | 1 | |
| 4229 | 1 | |
| 3925 | 1 | |
| 3745 | 1 | |
| 3667 | 1 |
total_tests
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 213 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28023817 |
| Minimum | 0 |
|---|---|
| Maximum | 1.0168825 × 109 |
| Zeros | 14 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 239449.75 |
| median | 1792364.5 |
| Q3 | 11178365 |
| 95-th percentile | 1.2609242 × 108 |
| Maximum | 1.0168825 × 109 |
| Range | 1.0168825 × 109 |
| Interquartile range (IQR) | 10938915 |
Descriptive statistics
| Standard deviation | 1.0479951 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.7396588 |
| Kurtosis | 53.953628 |
| Mean | 28023817 |
| Median Absolute Deviation (MAD) | 1742041.5 |
| Skewness | 6.8636451 |
| Sum | 6.3333826 × 109 |
| Variance | 1.0982938 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | 6.2% |
| 951337 | 1 | 0.4% |
| 6019923 | 1 | 0.4% |
| 1018783 | 1 | 0.4% |
| 5669140 | 1 | 0.4% |
| 21107399 | 1 | 0.4% |
| 98964 | 1 | 0.4% |
| 7127584 | 1 | 0.4% |
| 253043 | 1 | 0.4% |
| 5114703 | 1 | 0.4% |
| Other values (203) | 203 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 5117 | 1 | 0.4% |
| 5375 | 1 | 0.4% |
| 8632 | 1 | 0.4% |
| 11238 | 1 | 0.4% |
| 17469 | 1 | 0.4% |
| 18901 | 1 | 0.4% |
| 20508 | 1 | 0.4% |
| 23687 | 1 | 0.4% |
| 23693 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 1016882505 | 1 | |
| 843836914 | 1 | |
| 519264096 | 1 | |
| 471036328 | 1 | |
| 273400000 | 1 | |
| 271490188 | 1 | |
| 217853667 | 1 | |
| 185034905 | 1 | |
| 160622710 | 1 | |
| 160000000 | 1 |
total_tests_per_1m_population
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 213 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1824184.8 |
| Minimum | 0 |
|---|---|
| Maximum | 21842472 |
| Zeros | 14 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 91648.75 |
| median | 665769 |
| Q3 | 1987617.8 |
| 95-th percentile | 7452236.2 |
| Maximum | 21842472 |
| Range | 21842472 |
| Interquartile range (IQR) | 1895969 |
Descriptive statistics
| Standard deviation | 3247665.1 |
|---|---|
| Coefficient of variation (CV) | 1.7803378 |
| Kurtosis | 15.237279 |
| Mean | 1824184.8 |
| Median Absolute Deviation (MAD) | 640549 |
| Skewness | 3.5950072 |
| Sum | 4.1226576 × 108 |
| Variance | 1.0547329 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | 6.2% |
| 23455 | 1 | 0.4% |
| 1355456 | 1 | 0.4% |
| 387873 | 1 | 0.4% |
| 188264 | 1 | 0.4% |
| 1226784 | 1 | 0.4% |
| 340539 | 1 | 0.4% |
| 1424918 | 1 | 0.4% |
| 9794 | 1 | 0.4% |
| 23717 | 1 | 0.4% |
| Other values (203) | 203 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 5093 | 1 | 0.4% |
| 6513 | 1 | 0.4% |
| 7124 | 1 | 0.4% |
| 7996 | 1 | 0.4% |
| 8073 | 1 | 0.4% |
| 8543 | 1 | 0.4% |
| 8948 | 1 | 0.4% |
| 9794 | 1 | 0.4% |
| 11058 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 21842472 | 1 | |
| 20328801 | 1 | |
| 15867278 | 1 | |
| 15810116 | 1 | |
| 15732628 | 1 | |
| 14454002 | 1 | |
| 12731886 | 1 | |
| 10067352 | 1 | |
| 7917648 | 1 | |
| 7865209 | 1 |
population
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 226 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34955214 |
| Minimum | 805 |
|---|---|
| Maximum | 1.4393238 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 805 |
|---|---|
| 5-th percentile | 20360.5 |
| Q1 | 560512.5 |
| median | 5800569.5 |
| Q3 | 21872838 |
| 95-th percentile | 1.1827315 × 108 |
| Maximum | 1.4393238 × 109 |
| Range | 1.439323 × 109 |
| Interquartile range (IQR) | 21312325 |
Descriptive statistics
| Standard deviation | 1.3903384 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.9774851 |
| Kurtosis | 87.745036 |
| Mean | 34955214 |
| Median Absolute Deviation (MAD) | 5697024 |
| Skewness | 9.0200789 |
| Sum | 7.8998783 × 109 |
| Variance | 1.933041 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40560636 | 1 | 0.4% |
| 53900 | 1 | 0.4% |
| 30112649 | 1 | 0.4% |
| 17205480 | 1 | 0.4% |
| 290610 | 1 | 0.4% |
| 5002100 | 1 | 0.4% |
| 6771338 | 1 | 0.4% |
| 25837472 | 1 | 0.4% |
| 215651424 | 1 | 0.4% |
| 1647 | 1 | 0.4% |
| Other values (216) | 216 |
| Value | Count | Frequency (%) |
| 805 | 1 | |
| 1647 | 1 | |
| 3669 | 1 | |
| 4998 | 1 | |
| 5741 | 1 | |
| 6111 | 1 | |
| 9933 | 1 | |
| 10873 | 1 | |
| 10951 | 1 | |
| 15252 | 1 |
| Value | Count | Frequency (%) |
| 1439323776 | 1 | |
| 1405273033 | 1 | |
| 334617623 | 1 | |
| 278910317 | 1 | |
| 228878790 | 1 | |
| 215651424 | 1 | |
| 215373503 | 1 | |
| 167745162 | 1 | |
| 146050996 | 1 | |
| 131455607 | 1 |
| total_confirmed | total_deaths | total_recovered | active_cases | serious_or_critical | total_cases_per_1m_population | total_deaths_per_1m_population | total_tests | total_tests_per_1m_population | population | continent | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| total_confirmed | 1.000 | 0.937 | 0.763 | 0.533 | 0.701 | 0.328 | 0.504 | 0.946 | 0.313 | 0.692 | 0.075 |
| total_deaths | 0.937 | 1.000 | 0.729 | 0.486 | 0.696 | 0.137 | 0.496 | 0.879 | 0.129 | 0.780 | 0.167 |
| total_recovered | 0.763 | 0.729 | 1.000 | 0.696 | 0.548 | 0.213 | 0.359 | 0.750 | 0.238 | 0.556 | 0.091 |
| active_cases | 0.533 | 0.486 | 0.696 | 1.000 | 0.491 | 0.290 | 0.334 | 0.520 | 0.296 | 0.337 | 0.000 |
| serious_or_critical | 0.701 | 0.696 | 0.548 | 0.491 | 1.000 | 0.244 | 0.401 | 0.646 | 0.202 | 0.529 | 0.103 |
| total_cases_per_1m_population | 0.328 | 0.137 | 0.213 | 0.290 | 0.244 | 1.000 | 0.736 | 0.284 | 0.862 | -0.354 | 0.316 |
| total_deaths_per_1m_population | 0.504 | 0.496 | 0.359 | 0.334 | 0.401 | 0.736 | 1.000 | 0.419 | 0.621 | -0.074 | 0.340 |
| total_tests | 0.946 | 0.879 | 0.750 | 0.520 | 0.646 | 0.284 | 0.419 | 1.000 | 0.402 | 0.683 | 0.072 |
| total_tests_per_1m_population | 0.313 | 0.129 | 0.238 | 0.296 | 0.202 | 0.862 | 0.621 | 0.402 | 1.000 | -0.285 | 0.193 |
| population | 0.692 | 0.780 | 0.556 | 0.337 | 0.529 | -0.354 | -0.074 | 0.683 | -0.285 | 1.000 | 0.059 |
| continent | 0.075 | 0.167 | 0.091 | 0.000 | 0.103 | 0.316 | 0.340 | 0.072 | 0.193 | 0.059 | 1.000 |
| country | continent | total_confirmed | total_deaths | total_recovered | active_cases | serious_or_critical | total_cases_per_1m_population | total_deaths_per_1m_population | total_tests | total_tests_per_1m_population | population | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | Asia | 179267 | 7690.0 | 162202.0 | 9375.0 | 1124.0 | 4420 | 190.0 | 951337.0 | 23455.0 | 40560636 |
| 1 | Albania | Europe | 275574 | 3497.0 | 271826.0 | 251.0 | 2.0 | 95954 | 1218.0 | 1817530.0 | 632857.0 | 2871945 |
| 2 | Algeria | Africa | 265816 | 6875.0 | 178371.0 | 80570.0 | 6.0 | 5865 | 152.0 | 230861.0 | 5093.0 | 45325517 |
| 3 | Andorra | Europe | 42156 | 153.0 | 41021.0 | 982.0 | 14.0 | 543983 | 1974.0 | 249838.0 | 3223924.0 | 77495 |
| 4 | Angola | Africa | 99194 | 1900.0 | 97149.0 | 145.0 | 0.0 | 2853 | 55.0 | 1499795.0 | 43136.0 | 34769277 |
| 5 | Anguilla | North America | 2984 | 9.0 | 2916.0 | 59.0 | 4.0 | 195646 | 590.0 | 51382.0 | 3368870.0 | 15252 |
| 6 | Antigua And Barbuda | North America | 7721 | 137.0 | 7511.0 | 73.0 | 1.0 | 77646 | 1378.0 | 18901.0 | 190076.0 | 99439 |
| 7 | Argentina | South America | 9101319 | 128729.0 | 8895999.0 | 76591.0 | 372.0 | 197992 | 2800.0 | 35716069.0 | 776974.0 | 45968174 |
| 8 | Armenia | Asia | 422896 | 8623.0 | 412048.0 | 2225.0 | 0.0 | 142219 | 2900.0 | 3068217.0 | 1031834.0 | 2973558 |
| 9 | Aruba | North America | 35693 | 213.0 | 35199.0 | 281.0 | 0.0 | 331689 | 1979.0 | 177885.0 | 1653053.0 | 107610 |
| country | continent | total_confirmed | total_deaths | total_recovered | active_cases | serious_or_critical | total_cases_per_1m_population | total_deaths_per_1m_population | total_tests | total_tests_per_1m_population | population | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 216 | USA | North America | 84209473 | 1026646.0 | 81244260.0 | 1938567.0 | 1941.0 | 251659 | 3068.0 | 1.016883e+09 | 3038939.0 | 334617623 |
| 217 | Uzbekistan | Asia | 238802 | 1637.0 | 236974.0 | 191.0 | 23.0 | 6947 | 48.0 | 1.377915e+06 | 40088.0 | 34372515 |
| 218 | Vanuatu | Australia/Oceania | 8457 | 14.0 | 7974.0 | 469.0 | 0.0 | 26386 | 44.0 | 2.497600e+04 | 77926.0 | 320508 |
| 219 | Venezuela | South America | 522921 | 5711.0 | 516170.0 | 1040.0 | 230.0 | 18487 | 202.0 | 3.359014e+06 | 118752.0 | 28285909 |
| 220 | Viet Nam | Asia | 10696630 | 43065.0 | 9355040.0 | 1298525.0 | 340.0 | 108080 | 435.0 | 8.581148e+07 | 867048.0 | 98969721 |
| 221 | Wallis And Futuna Islands | Australia/Oceania | 454 | 7.0 | 438.0 | 9.0 | 0.0 | 41755 | 644.0 | 2.050800e+04 | 1886140.0 | 10873 |
| 222 | Western Sahara | Africa | 10 | 1.0 | 9.0 | 0.0 | 0.0 | 16 | 2.0 | 0.000000e+00 | 0.0 | 624681 |
| 223 | Yemen | Asia | 11819 | 2149.0 | 9009.0 | 661.0 | 23.0 | 381 | 69.0 | 2.652530e+05 | 8543.0 | 31049015 |
| 224 | Zambia | Africa | 320591 | 3983.0 | 315997.0 | 611.0 | 0.0 | 16575 | 206.0 | 3.452554e+06 | 178497.0 | 19342381 |
| 225 | Zimbabwe | Africa | 249206 | 5482.0 | 242417.0 | 1307.0 | 12.0 | 16324 | 359.0 | 2.287793e+06 | 149863.0 | 15265849 |